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Fitz-Enz J., Mattox J. Predictive Analytics for Human Resources

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Fitz-Enz J., Mattox J. Predictive Analytics for Human Resources
Wiley, 2014. — 266 p. — ISBN: 1118893670, 9781118893678
Create and run a human resource analytics project with confidence
For any human resource professional that wants to harness the power of analytics, this essential resource answers the questions: "Where do I start?" and "What tools are available?" Predictive Analytics for Human Resources is designed to answer these and other vital questions. The book explains the basics of every business—the vision, the brand, and the culture, and shows how predictive analytics supports them. The authors put the focus on the fundamentals of predictability and include a framework of logical questions to help set up an analytic program or project, then follow up by offering a clear explanation of statistical applications.
Predictive Analytics for Human Resources is a how-to guide filled with practical and targeted advice. The book starts with the basic idea of engaging in predictive analytics and walks through case simulations showing statistical examples. In addition, this important resource addresses the topics of internal coaching, mentoring, and sponsoring and includes information on how to recruit a sponsor. In the book, you'll find:A comprehensive guide to developing and implementing a human resource analytics projectIllustrative examples that show how to go to market, develop a leadership model, and link it to financial targets through causal modelingExplanations of the ten steps required in building an analytics functionHow to add value through analysis of systems such as staffing, training, and retention
For anyone who wants to launch an analytics project or program for HR, this complete guide provides the information and instruction to get started the right way.
Contents
Foreword
Preface
Where’s the Value?
Getting Started
What You Will Need
Data Issues
Predictive Statistics Examples
Predictive Analytics in Action
Predicting the Future of Human Capital Analytics
Appendix: Example Measures of Efficiency, Effectiveness, and Outcomes
About the Authors
Index
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